Members
Research Fellows
Yujie Ma
Postdoctoral Fellow
Yujie Ma is a Postdoctoral Fellow in the Department of Industrial Engineering, Tsinghua University, China. She received the doctor degree in Management Science and Engineering at Tianjin University in December 2021. Her research focuses on reconfigurable process planning in open manufacturing, bi-level programming and deep reinforcement learning.
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PhD Students
Xing Yang
Ph.D Student
Xing Yang received the B.S. degree in industrial engineering from Huazhong University of Science and Technology, Wuhan, Hubei Province, China, in 2016. Currently, she is pursuing the Ph.D. degree in industrial engineering, under the supervision of Dr. Chen Zhang, with the Department of Industrial Engineering in Tsinghua University, Beijing, China. Her research interests include Bayesian network, discrete event prediction, ontology modeling.
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Wanshan Li
Ph.D Student
Wanshan Li is currently a PhD student in the Department of Industrial Engineering, Tsinghua University, China. She received her BSc in Control Science and Engineering from Shandong University, China. Her research focuses on maintenance strategies optimization of multiple‐component systems with complex networked structure.
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Jie Guo
Ph.D Student
Jie Guo received her bachelor degree in Industrial Engineering from Tsinghua University. And she is now a Ph.D student in Industrial Engineering of Tsinghua University. Her interest research area is adaptive sampling, high dimensional data monitoring and reinforcement learning.
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Peiyao Liu
Ph.D Student
Peiyao Liu is currently a PhD student in the Department of Industrial Engineering, Tsinghua University. She recieved her Bachelor’s degree in Control Technology and Instruments from Tsinghua University in 2020. Her research focus on multi-channel profiles monitoring, state space modeling and deep learning.
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Haijie Xu
Ph.D Student
Haijie Xu is currently a PhD student in the Department of Industrial Engineering of Tsinghua University. He is trying to figure out the research focus of his interest. It may be statistics and data analysis.
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M.S. Students
Junpeng Lin
M.S. Student
Junpeng Lin is currently a master student in the Department of Industrial Engineering of Tsinghua Unversity. He received his bachelor degree in Industrial Engineering from Tsinghua University in 2022. His current research interests include functional data, spatial-temporal data and deep learning.
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Research Assistants
Xuming An
Research Assistant
Xuming An is currently a Research Assistant in the Department of Industrial Engineering, Tsinghua University. He received the Master degree in Control Science and Engineering from Wuhan University in 2020. His current research interests include optimization algorithms, game theory and data-driven control of complex networked systems.
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Hao Qiu
Research Assistant
Hao Qiu is currently Research Assistant in the Department of Industrial Engineering at Tsinghua University. He holds a Master of Statistics from Rice University and a B.S. in Actuarial Science and B.S. in Economics from University of Delaware. His current research focuses on Time Series/ Spatial-Temporal data, Statistical Learning, and Stochastic Process Modeling and Estimation.
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Xin Xia
Research Assistant
Xin Xia has graduated from the M.S. program of Electrical and Computer Engineering in Georgia Institute of Technology, the US, in 2022 and received his bachelor degree of Electrical Engineering and Automation from Tianjin University, China, in 2020. He is now serving as a Research Assistant in the Department of Industrial Engineering, Tsinghua University. His research interest focuses on deep reinforcement learning and multi-modal data fusion and feature extraction based on pretrained language model.
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Alumni
Peng Zhou
Guizhou University
Peng Zhou is currently a lecturer with the School of Mechanical Engineering, Guizhou University, Guiyang, China. His current research interests include in Statistical modeling and monitoring for complex systems, Intelligent maintenance and health management.
Bingjie He
UC Berkeley
Bingjie He was a graduate student in Industrial Engineering, Tsinghua University. She received her Bachelor’s degree in Tsinghua University in 2020. Her research interest was transportation application, including urban flow prediction and anomaly detection. She is now pursuing her PhD degree in UC Berkeley, the US.
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Congyu Han
National University of Singapore
Congyu Han was a Research Assistant in the Department of Industrial Engineering, Tsinghua University, China. She has graduated from the Master of Information Systems Management program (Business Intelligence & Data Analytics pathway) at Carnegie Mellon University in December 2020. Her research focuses on adaptive sampling in the context of deep learning framwork. She is now pursuing her PhD degree in National University of Singapore.